Author

Xiujin Liu

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Preprint Sep 2026

VI-Bench: Benchmarking Prompt Inversion from AIGC Videos

Recent advances in video generation have made prompt-based control increasingly central to AIGC video generation. Prompts specify what a video should depict and how it should be represented, controlling factors such as visual style or camera behavior. Understanding this recoverability is important both for creative reu...

Wu-Lin Xie, Rui Zhao, Ke-Cen Li et al. · 0 citations

Preprint Aug 2026

DesignAgent3D: Interactive 3D Scene Editing via Designer-like Multimodal Reasoning

DesignAgent3D is presented, an interactive multimodal agentic framework that reformulates 3D scene editing as a designer-like Plan-Perceive-Act paradigm, delivering superior semantic intent alignment, impeccable spatial localization accuracy, and high-fidelity multi-view consistency.

Xiu-Jin Liu, Tian-Yu Yang, Yilun Zhao et al. · 0 citations